WeRateDogs Project Analysis Report

In this report i will demonstarte my analysis for the cleaned data i made in twitter_archive_master.csv using Pandas and matplotlib libraries to find insights and visualize some of them

The Dataframe of the cleaned file includes only 855 tweet records of original tweets with photos and most accurate and valid values

What is the most common dog name in the tweets?

There are 636 names for dogs in the dataset ,The most common dog name in the tweets is Cooper which tweeted 9 times followed by oliver which tweeted 7 times

How are dogs classified ?

Most of the dogs are not classified but the others are classified according to the Dogtionary to Pupper , Doggo , Puppo ,Floofer and doggo pupper as in this Pie chart , pupper is the most classified with 71 tweets while floofer and doggo pupper is the least classified with only 4 tweets

What is the most retweeted and favorite tweet?

Most retweeted and also most favorite tweet is the one with id 807106840509214720 for a dog called Stephan , this tweet has been retweeted 55640 times and favorited 118967 times with tweet text 'This is Stephan. He just wants to help. 13/10 such a good boy'

What is the most frequent breed of a dog ?

Based on the first prediction algorithm the most frequent breed is golden retriever which is tweeted 78 times followed by Pembroke with 56 tweets

What are the top average ratings by the breed of the dog?

The top rated breed is the Bedlington terrier dog followed by the Irish setter dog as shown in the bar chart that shows the top average ratings by the breed of the dog

While the lowest rated breed of a dog is the Japanese spaniel with rating 5/10